scholarly journals Long-Run and Short-Run Relationships Between Education and Economic Growth: The Malaysian Experience

2013 ◽  
Author(s):  
Ishak Yussof ◽  
Atif Awad Abdillah ◽  
Zulkifly Osman
Keyword(s):  
Economic Growth ◽  
Human Capital ◽  
Capital Stock ◽  
Capital Accumulation ◽  
Human Capital Accumulation ◽  
Causality Test ◽  
Long Run ◽  
Integration Test ◽  
Short Run ◽  
Education And Economic Growth

This paper investigates the long and short-run relationships between human capital, measured in terms of average years of schooling for people aged 15 years and older, and economic growth in Malaysia between 1970 and 2009. The data was collected from various sources, including the World Bank database, the International Labour Organization (ILO) and scholarly texts. The Auto Regressive Distributed Lag (ARDL) test was utilized to examine the relationships between education and economic growth. The results of the co-integration test revealed that economic growth was absolutely exogenous and the remaining variables were endogenous in Malaysia. This fi nding suggests that the status of these variables depend on the level of economic growth, while the opposite is not true. The most interesting results were that the long-run forcing variables for human capital accumulation were capital stock, employment and economic growth. However, the causality test revealed that economic growth, employment and capital stock, not only aff ects human capital in the short-run, but in the long run as well. The causality tests performed detected two-way relationships between human capital and capital stock, and employment separately in the long run. Although economic growth is exogenous, Malaysia should still continue to invest in its human capital accumulation since it could att ract more investments and subsequently create employment opportunities within the economy.   Keywords: Education levels, education development, income, economic growth.

scholarly journals A Dynamic Analysis of the Relationship among Human Development, Exports and Economic Growth in Pakistan.

2009 ◽  
Vol 48 (4II) ◽  
pp. 885-920 ◽  
Author(s):  
Muhammad Afzal ◽  
A. Rauf Butt ◽  
Mr. Hafeez ur Rehman ◽  
Ishrat Begum
Keyword(s):  
Economic Growth ◽  
Human Capital ◽  
Human Development ◽  
Granger Causality ◽  
Capital Accumulation ◽  
Physical Capital ◽  
Causality Test ◽  
Real Gdp ◽  
Long Run ◽  
Short Run

This study investigates the econometrically empirical evidence of both the short-run and long-run interrelationships among human development, exports and economic growth in an ARDL framework for Pakistan. This study also examines causal linkages among the said variables by applying the Augmented Granger Causality test of Toda-Yamamoto (1995). By using data on Pakistan’s real GDP, real exports and Human Development Index (HDI) for the period 1970-71 to 2008-09, three models have been estimated. The results show cointegration between economic growth, physical capital, real exports and human development when human development is taken as dependent variables. Furthermore, unidirectional Granger causality running from real GDP to real exports has been found in Bivariate, Trivariate and Tetravariate causality framework. The inclusion of HDI as a measure of human development reduces the physical capital share in real GDP whereas it improves the robustness of the regression model. Real GDP seems to provide resources to improve human development in only the long-run while human capital accumulation does not seem to accelerate real GDP both in the short-run and the long-run. The empirical results of the study do not support ‘export-led growth hypothesis’ and human capital-based endogenous growth theory in case of Pakistan, however, it does support ‘growth-driven exports hypothesis’ in case of Pakistan. JEL classification: O11 Keywords: Human Development, Exports, Economic Growth, ARDL, Causality

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 Human Capital and Regional Economic Growth in Russia

2021 ◽  
Vol 17 (2) ◽  
pp. 57-80
Author(s):  
Boris Alekhin
Keyword(s):  
Economic Growth ◽  
Human Capital ◽  
Panel Data ◽  
Capital Accumulation ◽  
Positive Impact ◽  
Regional Economic Growth ◽  
Human Capital Accumulation ◽  
Regional Economic ◽  
Long Run ◽  
Per Capita

This study examines the contribution of human capital accumulation to regional economic growth using panel data for 82 subjects of the Russian Federation over 2002–2019. This paper aims to test the hypothesis that in the long-run equilibrium there exists a connection between economic growth and human capital accumulation in the regions of Russia. From the point of view of econometrics, it would mean that we should refute the hypothesis that there is no cointegration of time series describing the aforementioned variables. General theoretical framework was drawn from the neoclassical growth theory, and panel data econometrics suggested the appropriate empirical methodology. Pooled mean group and fully modified least squares estimators were applied to an autoregressive distributed lags model based on the Solow model. The results indicate that accumulation of human capital has a positive and statistically significant long-term impact on the rate of growth of per capita income and that these variables are cointegrated. Such calculations allow us to make the following conclusions: per capita GRP is cointegrated with physical and human capital on the regional level. The cointegrating equation ‘explained’ more than 90% of per capita GRP variance. Human capital accumulation had a significant positive impact on per capita GRP growth in the long run; such impact exceeded the impact of physical capital accumulation. The positive impact of human capital accumulation on per capita GRP growth surpassed the negative elasticity of growth GRP by the amount of resource excluded from the real sector to provide support to students and maintain the regional education system. The paces at which regional economies were heading towards the steady state differed which is an evidence that there exist an incredible manifold of ways and means for regions to adjust to disbalancies

scholarly journals Domestic Resource Mobilization and Human Capital Development in Sub- Saharan Africa

2021 ◽  
Vol 27 (4) ◽  
pp. 504-533
Keyword(s):  
Human Capital ◽  
Capital Accumulation ◽  
Resource Mobilization ◽  
Human Capital Accumulation ◽  
Human Capital Development ◽  
Long Run ◽  
Short Run ◽  
Two Measures ◽  
Capital Development ◽  
Domestic Resource

This study investigates the nexus between domestic resource mobilization using aggregated and disaggregated taxes, and human capital accumulation as measured by the index of human capital and total factor productivity. The study explores panel Autoregressive Distributed Lag. We further explore the linear and nonlinear effects of taxes on human capital accumulation. The results from the scatterplots show that taxes at aggregate and disaggregated levels positively correlated with the two measures of human capital. On the linear analysis, the impact of aggregated and disaggregated taxes is largely negative under the index of human capital but largely positive under the second measure in the short-run. However, the long-run results indicate that aggregate and disaggregated taxes significantly amplify human capital accumulation. On nonlinearity, there is no presence of human capital laffer curve (HCLC) in the short-run under the two measures of human capital. However, there is presence of HCLC in the long-run. The net effects results show that some taxes (such as indirect taxes, taxes on goods and services) are distortionary in improving the level of human capital development while some taxes (such as total tax, direct tax, taxes on income, profit, and gains) can distort human capital development in the SSA region.

scholarly journals CHILDREN’S HEALTH, HUMAN CAPITAL ACCUMULATION, AND R&D-BASED ECONOMIC GROWTH

2019 ◽  
pp. 1-18 ◽  
Author(s):  
Annarita Baldanzi ◽  
Alberto Bucci ◽  
Klaus Prettner
Keyword(s):  
Economic Growth ◽  
Human Capital ◽  
Capital Accumulation ◽  
Parental Education ◽  
Children's Health ◽  
Children’S Health ◽  
Human Capital Accumulation ◽  
Education And Health ◽  
Health Investments ◽  
Long Run

Abstract We analyze the effects of children’s health on human capital accumulation and on long-run economic growth. For this purpose, we design an R&D-based growth model in which the stock of human capital of the next generation is determined by parental education and health investments. We show that (i) there is a complementarity between education and health: if parents want to have better educated children, they also raise health investments and vice versa; (ii) parental health investments exert an unambiguously positive effect on long-run economic growth, (iii) faster population growth reduces long-run economic growth. These results are consistent with the empirical evidence for modern economies in the twentieth century.

scholarly journals Further Evidence on Export-Led Growth in the United Arab Emirates: Are Non-Oil Exports or Re-Exports the Key to Economic Growth?

2019 ◽  
Vol 15 (2) ◽  
Author(s):  
Athanasia S. Kalaitzi ◽  
Trevor W. Chamberlain
Keyword(s):  
Economic Growth ◽  
United Arab Emirates ◽  
Capital Accumulation ◽  
Physical Capital ◽  
Wald Test ◽  
Model Framework ◽  
Causality Test ◽  
Long Run ◽  
Oil Exports ◽  
Short Run

Abstract This study investigates the relationships between exports and economic growth in the United Arab Emirates. Understanding these relationships is important for purposes of establishing appropriate growth and development policies and strategies. The study uses an augmented Cobb–Douglas production function to examine the causality between non-oil exports, re-exports and economic growth over the period 1981–2012. To investigate the existence of a long-run relationship between the variables, the study performs the Johansen cointegration test, while the direction of the short-run causality is examined by applying the Granger causality test in a vector error correction model framework. A modified Wald test in an augmented vector autoregressive model is applied in order to find the direction of the long-run causality. This research provides evidence in support of an indirect short-run uni-directional causality from economic growth to re-exports, through physical capital accumulation and imports. As for long-run causality, the results show that a bi-directional causality exists between re-exports and economic growth in the UAE.

scholarly journals IS HUMAN CAPITAL ACCUMULATION A GROWTH DRIVER IN NIGERIA? AN EMPIRICAL INVESTIGATION

2018 ◽  
Vol 3 (2) ◽  
pp. 66-77
Author(s):  
Hassan O. Ozekhome
Keyword(s):  
Economic Growth ◽  
Human Capital ◽  
Capital Accumulation ◽  
Physical Capital ◽  
The Other ◽  
Series Data ◽  
Human Capital Accumulation ◽  
Infrastructural Development ◽  
Long Run ◽  
Physical Capital Accumulation

Accumulation of human capital is critical to sustained economic growth in the long run, since it facilitates the efficient absorption of new capital developments, improves the speed of adaptation of entrepreneurs and generates innovation necessary for sustained economic growth. It is against this premise this study investigate the human-capital accumulation growth-nexus in Nigeria. Employing a dynamic approach, involving test for unit roots, and cointegration, and finally, the Generalized Method of Moments (GMM) estimation techniques on annual time series data, covering the period 1981 to 2016, sourced from the World Bank Development Indicators (WDI) and Central Bank of Nigeria (CBN) Statistical Bulletin, the empirical findings reveal that human and physical capital accumulation significantly induce rapid and sustained economic growth in the long-run. The other variables- infrastructural development (measured by ICT infrastructure) and industrial output (a measure of industrialization) have positive but weak impacts on economic growth, on account of the weak infrastructural development, and low level of industrialization in Nigeria. Inflation rate (a measure of macroeconomic policy environment) on the other hand, is found to have a militating effect on economic growth. We recommend amongst others; sustained investments in human and physical capital accumulation, stable and coherent macroeconomic policies, particularly with respect to taming of domestic inflationary pressures, supportive institutional structures and aggressive industrialization-enhancing policies, in order to enhance sustained economic growth in Nigeria.

scholarly journals The Impact of Gender-Specific Human Capital on Economic Growth: An Empirical Investigation for Turkey

2018 ◽  
Vol 21 (s1) ◽  
pp. 15-30
Author(s):  
Hacer Simay Karaalp-Orhan
Keyword(s):  
Economic Growth ◽  
Human Capital ◽  
Physical Capital ◽  
Bounds Testing ◽  
Causality Test ◽  
Arithmetic Average ◽  
Long Run ◽  
Short Run ◽  
Education Indicators ◽  
The Impact

Abstract In this study, how the human capital disaggregated by gender and physical capital affects economic growth in Turkey is examined for the period of 1971–2015. By using an arithmetic average of health and education indicators as a proxy of human capital formation, an attempt was made to examine the relationship between the human capital and economic growth under the scope of gender inequality. In this context, an ARDL-bounds testing approach and the unrestricted error-correction model were used to investigate the co-integration in the long- run and short run. Further, the causality test was also conducted to identify the direction of the causality between the variables. The main finding indicates that male human capital has been the central variable affected by both economic growth and physical capital. On one hand, a significant positive relationship was found between the economic growth and physical capital and male human capital in the long-run, while on the other hand, the female human capital was associated negatively to the economic growth. There is no evidence of causality that links the female human capital to other variables. This result suggests that women are not well utilized in the Turkish economy and the country suffers from untapped potential of women.

Human Capital Accumulation and Resource Abundance

2011 ◽  
pp. 66-77
Author(s):  
O. Vasilieva
Keyword(s):  
Economic Growth ◽  
Human Capital ◽  
Capital Accumulation ◽  
Relevant Literature ◽  
Harmful Effect ◽  
Human Capital Accumulation ◽  
Resource Abundance ◽  
Empirical Results ◽  
Theoretical Predictions ◽  
Crowd Out

Does resource abundance positively affect human capital accumulation? Or, alternatively, does it «crowd out» the human capital leading to the deterioration of economic growth? The paper gives an overview of the relevant literature and discusses both theoretical and empirical results obtained regarding the connection between human capital accumulation and resource abundance. It shows that despite some theoretical predictions about the harmful effect of resource abundance on human capital accumulation, unambiguous evidence of such impact that would be robust with respect to the change of resource abundance parameter has not been obtained yet.

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