Electricity consumption and economic growth empirical evidence from Pakistan

The present article uses the Autoregressive Distributed Lag (ARDL) bounds testing procedure to identify the long run equilibrium relationship between electricity consumption and economic growth. Toda Yamamoto and Wald-test causality tests have identified the direction of the causal relationship between these two variables in the case of Pakistan in the period between 1971 and 2008. Ng-Perron and Clement-Montanes-Reyes unit root tests are used to handle the problem of integrating orders for variables. The results suggest that the two variables are in a long run equilibrium relationship and economic growth leads to electricity consumption and not vice versa.     

A cointegration approach to modeling human capital formation,self-employment,and economic growth: evidence from Pakistan

This study aims to empirically investigate the dynamics of relationship among human capital formation, self-employment (SE), and economic growth in Pakistan. Using quarterly data of primary school enrollment, SE, and GDP per capita, we employed ARDL bound testing approach to cointegration covering the time span of 1995–2010. We found that in the long run, primary school enrollment, high school enrollment and SE have significant impact on economic growth. Enrollment in primary schools (EP) has a strong positive and significant impact on economic growth, whereas enrollment in high school has a relatively small positive and significant impact on economic growth in the long run in Pakistan. Further, SE has a small, positive and significant impact on economic growth in the long run. In short run, enrollments in high schools and SE have weak positive impact on economic growth whereas, EP has a strong positive and significant impact on economic growth in Pakistan. Further it is found that that there is unidirectional long run causality from self employment to economic growth followed by the bidirectional short run causality between economic growth and high school enrollment, GDP per capita and primary school enrollment, high school enrollment and primary school enrollment.     

Higher education and growth performance of Pakistan: evidence from multivariate framework

This study investigates the relationship between higher education and economic growth in Pakistan by using the annual time series data from the period of 1980–2011. The ARDL bound testing cointegration approach confirms the valid positive relationship between higher education development and economic growth in long run as well as in short run. Results of Granger causality test, Toda and Yamamoto Modified Wald causality test and variance decomposition test confirm the bidirectional causal relationship between higher education and economic growth in Pakistan. Results of rolling window estimations suggest that the contribution of higher education in economic growth is significantly increased after the formation of higher education commission of Pakistan in 2002. It is clear from our findings that higher education commission plays an important role in the development of higher education in Pakistan which leads to enhance economic growth. It is recommended that policy makers should make policies to strengthen the higher education commission to ensure continuous and rapid economic growth in Pakistan.     

Contribution of female human capital in economic growth: an empirical analysis of Pakistan (1972–2012)

This study is to find out an impact of female human capital on economic growth of Pakistan. The study has therefore, used gender separate human capital as an explanatory variable along with other factors, labor force and physical capital. In this regard a composite human capital has been constructed by taking education and health as a proxy for human capital. The long run and short run dynamics among female human capital and economic growth are empirically tested on time series data spread from 1972–2012. Johanson’s co-integration approach has been applied for the long run and Vector Error Correction Model used for the short run relationship. The results show that the long run relationship between female human capital and economic growth is positive and significant. While the short run impact of female human capital on economic growth is positive but statistically insignificant.     

Multivariate-based Granger causality between financial deepening and poverty: the case of Pakistan

This paper deals with the empirical investigation of causal relationship between financial deepening, economic growth and poverty reduction using quarter frequency data in case of Pakistan over the period of 1972–2011. We applied the autoregressive distributed lag model bounds testing approach by incorporating structural breaks stemming in the series. The order of integration of the variables is examined by applying structural break unit root test. Our empirical exercise indicated that the long run relationship between financial deepening, economic growth and poverty reduction exists in case of Pakistan. The causality analysis implied that causality results are sensitive with the use of proxy for poverty reduction.     

Agricultural exports and economic growth in Pakistan: an econometric reassessment

Agriculture sector works as backbone of Pakistan economy. In this modern era, exports work as locomotive of growth train. Pakistan earned a handsome amount through exports of agricultural raw material and refined products. This research investigates that either there is unidirectional or bidirectional association between agricultural exports and economic growth in Pakistan? For empirical investigation of relationships between economic growth and agricultural exports in Pakistan this study used most reliable econometric estimation tools, augmented Dickey–Fuller unit root test, Johansen co-integration and Engle–Granger causality tests for 45 time series annul observations from 1970 to 2014. This research winds up that Pakistan’s agricultural exports have positive but insignificant association with gross domestic product growth. It is due to the primary and raw material agricultural products exports which cannot compete in international markets due to close competitions, lower quality and dearer price. Consequently, receive a trifling amount as exports earnings; contribute slightly in national economic growth.     

Foreign capital inflows and economic growth of Pakistan

This study investigates the relationship of foreign capital inflows, namely foreign direct investment, workers’ remittances, and external debt with economic growth of Pakistan by employing time series data from 1976 to 2015. Cointegration results indicate that foreign capital inflows and economic growth have a significant relationship with economic growth in the long run. Ordinary least square results indicate foreign direct investment has a significant and negative effect on economic growth, whereas a significant positive effect of remittances and external debts on economic growth is found. Rolling windows analysis highlights the yearly effect of three different models. Two different sensitivity analyses confirmed that initial results are robust. The final section concludes the study and provides some policy implications.     

Human capital inequality and income inequality: testing for causality

This study investigates the causal relationship between human capital inequality and income inequality in case of Pakistan. The annual time series data ranging from 1973 to 2009 is used for econometric analysis. Johanson co-integration and Granger Causality tests are used to confirm the existence of long run relationship and the causal relationship between human capital inequality and income inequality. The results indicate that there is positive relationship between the two types of inequalities in the long run. The estimates of causality test indicate that income inequality causes the human capital inequality but human capital inequality does not cause income inequality. Policy initiatives to reduce income inequality may empower people economically to avail skill building opportunities and accumulate their human capital through access to educational services.     

Time-frequency co-movements between bank credit supply and economic growth in an emerging market: Does the bank ownership structure matter?

This study aims to shed some light on the causal link between bank credit supply and economic growth in Turkey for the banks with the different ownership structures between 1993Q4 and 2017Q3. Wavelet coherence test is used to obtain this objective and to answer the following questions: (i) does bank credit supply lead to economic growth in Turkey and vice versa, and (ii) does the bank ownership matters in this linkage? The findings from wavelet coherence reveal that between 1993 and 2003 in the short and medium term, economic growth leads credit supply but in the long run there is feedback causality between credit supply and economic growth for only public and private banks. However, in the long-run between 1993 and 2003 economic growth leads credit supply in the foreign banks in Turkey. Between 2004 and 2017, there is feedback causality between credit supply and economic growth. Moreover, our findings suggest that bank ownership affects the strength of the linkage between credit supply and economic growth in Turkey especially in the short and medium terms. More specially, within the three types of bank ownership, the findings imply that the strongest correlation among the variables is for the private banks while the weakest one is for foreign banks.     

AN EMPIRICAL GROWTH MODEL FOR MAJOR OIL EXPORTERS

This paper develops a long‐run output relation for a major oil‐exporting economy where the oil income‐to‐output ratio remains sufficiently high over a prolonged period. It extends the stochastic growth model developed in Binder and Pesaran (1999) by including oil exports as an additional factor in the capital accumulation process. The paper distinguishes between the two cases where the growth of oil income, g^o, is less than the natural growth rate (the sum of the population growth, n, and the growth of technical progress, g), and when g^o ≥ g + n. Under the former, the effects of oil income on the economy's steady growth rate will vanish eventually, while under the latter oil income enters the long‐run output equation with a coefficient which is equal to the share of capital if it is further assumed that the underlying production technology can be represented by a Cobb–Douglas production function. The long‐run theory is tested using quarterly data on nine major oil economies. Overall, the test results support the long‐run theory, with the existence of long‐run relations between real output, foreign output and real oil income established for six of the nine economies considered. Copyright © 2012 John Wiley & Sons, Ltd.     

Does Trade Liberalization Cause a Long Run Economic Growth in Turkey

Based on ‘endogenous’ growth theory, the paper examines the effect of trade liberalization on long-run income per capita and economic growth in Turkey. Although the presumption must be that free trade has a beneficial effect on long run growth, counter examples can also be found. This controversy increases the importance of empirical work in this area. Using the most recent data we employ multivariate cointegration analysis to test the long run relationship among the variables in hand. In a multivariate context, the effect of determinants such as increasing returns to scale, investment in human and physical capital are also included in both theoretical and empirical works. Our causality evidence between the long run growth and a number of indicators of trade liberalizations confirms the predictions of the ‘new growth theory’. However, the overall effect of the possible breaks and/or policy change and unsustainability in the 1990s looks contradictory and deserves further investigation.     

中国出口结构变革和经济增长的协整分析

本文在以前研究的基础上探讨了出口和经济增长的关系,并考虑出口结构变化对经济增长的影响。不仅证实了出口和经济增长相互促进关系,还证实了出口结构的变化也是促进经济增长的有利因素之一。     

Foreign capital inflows, economic growth and stock market capitalization in Asian countries: an ARDL bound testing approach

This study investigates the effects of foreign capital inflows and economic growth on stock market capitalization in 18 Asian countries by using the panel data from the period of 2000–2010. The ARDL bound testing cointegration approach confirms the valid long run relationship between the considered variables. Results indicate that foreign direct investment has significant negative and economic growth has significant positive relationship with the stock market capitalization, whereas, the results of workers’ remittances is found insignificant in long run. The error correction model confirms the significant positive relationship of economic growth and workers’ remittances while, FDI has negative and significant impact on stock market capitalization in short run. Results of causality test based on Toda and Yamamoto (J Econom 66: 225–250, 1995) show the bidirectional causal relationship of foreign direct investment and economic growth with stock market capitalization. However, no causal relationship is found in between workers’ remittances and stock market capitalization. It is suggested that investor should not idealize the inflow of workers’ remittances to invest in Asian stock markets in long run. Simultaneously, size of the economy is a better leading indicator for Asian stock markets. On the other hand, inflows of FDI may mislead the investor to invest. Investor should keep on eye whether FDI come in the competition of domestic market or not? If this happens so investor should not invest in the stock market of host country.     

Oil exports and the Iranian economy

This paper presents an error-correcting macroeconometric model for the Iranian economy estimated using a new quarterly data set over the period 1979Q1–2006Q4. It builds on a recent paper by the authors, Esfahani, Mohaddes, and Pesaran (in press), which develops a theoretical long-run growth model for major oil exporting economies. The core variables included in this paper are real output, real money balances, inflation, exchange rate, oil exports, and foreign real output, although the role of investment and consumption are also analysed in a sub-model. The paper finds clear evidence for the existence of two long-run relations: an output equation as predicted by the theory and a standard real money demand equation with inflation acting as a proxy for the (missing) market interest rate. The results show that real output in the long run is influenced by oil exports and foreign output. However, it is also found that inflation has a significant negative long-run effect on real GDP, which is suggestive of economic inefficiencies and is matched by a negative association between inflation and the investment–output ratio. Finally, the results of impulse responses show that the Iranian economy adjusts quite quickly to the shocks in foreign output and oil exports, which could be partly due to the relatively underdeveloped nature of Iran's financial markets.     

Renewable and non-renewable energy consumption,environmental degradation and economic growth in Tunisia

The aim of this document is to investigate the dynamic relationship between economic growth, renewable energy consumption, energy consumption and CO₂ emissions in Tunisia over the period 1990–2015. Unit root tests and co-integration test was used in order to detect the order of stationary and to test the existence long run links between the used variables. We apply the Granger causality test and VECM model to discover the short and long run links between the variables. Results have shown a bidirectional causal relationship between energy use and CO₂ emissions. Economic growth affects CO₂ emission in the short and long run. While there is a unidirectional links running from energy use to economic growth at short run. The paper shares best practices from Tunisia in terms of efficient use of renewable energy policy enablers, which may be contextualized in other emerging economies in order to keep sustainability and to achieve the green economy.     

A fractional cointegration analysis of Fisher hypothesis: evidence from Turkey

This paper examines the validity of Fisher hypothesis in Turkey over the period from 1990:01 through 2010:03 by using cointegration and fractional cointegration approaches. The findings from Engle and Granger cointegration test indicate that inflation and nominal interest rate series are cointegrated. Since the conventional cointegration tests do not provide strong evidence on the long run relationship, we also use fractional cointegration definition suggested by Cheung and Lai (J Bus Econ Stat 11:103–112, 1993) which requires only a mean reverting (d < 1) relationship between the series. The results from fractional cointegration tests based on GPH and Robinson methods show that inflation and nominal interest rate series are fractionally cointegrated. These findings support the validity of the Fisher hypothesis in Turkey.     

Linkages between income inequality,international remittances and economic growth in Pakistan

This paper explores the dynamic linkages between income inequality, international remittances and economic growth using time series data over the period of 1976–2006 in case of Pakistan. The cointegration analysis based on the bounds test confirms the existence of a long-run relationship between income inequality, international remittances and economic growth. Our results reveal that income inequality and international remittances enhance economic growth. The causality analysis based on innovative accounting approach shows bidirectional causal relationship between income inequality and economic growth and same is true for international remittances and income inequality. International remittances are cause of economic growth but not vice versa. Although we find support for Kuznets hypothesis but Pakistan is yet to benefit, in terms of reducing the gaps of income inequality, from the international flow of remittances and economic growth. The paper argues that, from a policy perspective, there is an urgent need for policy makers in Pakistan to reduce the widening gap of income inequality by focusing on income redistribution policies and to go beyond the traditional factors in balancing income inequality.     

External resources and economic growth: New evidence from EAGLE countries using PMG framework

This study attempts to explore the relationship between economic growth and external resources in the case of emerging and growth-leading economies (EAGLE). Among these economies, a panel of eight countries was studied over the period of 1986–2014. Empirical analyses were performed using panel cointegration and pooled mean group framework. Our findings support positive long- and short-run relationships between imports and gross domestic product (GDP). The results also reveal a negative and significant long-run relationship between foreign direct investment and GDP, whereas no significant evidence has been noted for the short run. Moreover, remittances in EAGLE countries have failed to justify any contribution to GDP in both long and short runs.     

山东农产品出口与农业增长关系的实证研究

改革开放以来,山东省农产品贸易有了很大的发展。虽然农产品出口占山东总的出口比重不断下降,但是农产品出口额处于不断上升趋势。根据协整理论和格兰杰因果检验方法,利用山东省1978年到2009年的数据,对农副产品出口与农业经济增长之间的长期关系进行了实证分析。     

The relationship between trade,FDI and economic growth in Tunisia: An application of the autoregressive distributed lag model

The relationship between foreign direct investment (FDI), trade openness and economic growth in host countries remains one of the most important issues in the economic literature and met with renewed interest in recent years mainly for countries suffering from unemployment problems and lack of technological progress. This paper examines this issue for Tunisia by applying the bounds testing (ARDL) approach to cointegration for the period from 1970 to 2008. The bounds tests suggest that the variables of interest are bound together in the long run when foreign direct investment is the dependent variable. The associated equilibrium correction is also significant, confirming the existence of a long-run relationship. The results also indicate that there is no significant Granger causality from FDI to economic growth, from economic growth to FDI, from trade to economic growth and from economic growth to trade in the short run. Even though there is a widespread belief that FDI can generate positive spillover externalities for the host country, our empirical results fail to confirm this belief for the case of Tunisia. They go against the generally accepted idea considering the positive impact of FDI on economic growth to be automatic. The results found for Tunisia can be generalized and compared to other developing countries which share a common experience in attracting FDI and trade liberalization.