Export-led Growth in South Asia: A Panel Cointegration Analysis

Abstract

In this paper, we attempt to examine the export-led and manufacturing export-led growth hypothesis for four South Asian Countries; namely, India, Pakistan, Bangladesh and Sri Lanka, using Pedroni’s panel cointegration technique for the period 1980–2002. In this context we estimate growth accounting equations to investigate the impact of exports, manufacturing exports and other important physical and human capital variables on both total GDP and non-export GDP. The study finds long-run equilibrium relationship between GDP (and non-export GDP) and exports along with other variables supporting export-led growth hypothesis. The results also substantiate the existence of manufacturing export-led growth hypothesis. Further, we find that export, fixed capital formation, public expenditure on health and education have statistically significant coefficients re-emphasizing the importance of these variables for higher economic growth.     

The export-output growth nexus in Japan: a bootstrap rolling window approach

The purpose of this article is to examine the export–output nexus in Japan by taking into account the time variation in the causal link with bootstrap Granger non-causality test and rolling estimation. The data used cover the seasonally adjusted real export and real Gross Domestic Product (GDP) for the 1957:1–2009:1 period. Standard Granger causality tests indicate no causality between export and real GDP series. On the contrary, full sample-modified Granger causality tests based on bootstrap, which are applicable irrespective of integration–cointegration properties of the data, indicate a bi-directional causal link between exports and real GDP. Accordingly, export growth should be an important factor behind Japan’s high-economic growth in the last three decades. Using parameter stability tests, we show that these results are not uniform for different sample periods and results vary due to structural changes. Using bootstrap rolling window estimation, we find that there is a positive bi-directional predictive power from the mid 1970s to the late-1980s between the series, while from the late 1990s to 2009 there is a positive predictive power only from export growth to output growth.     

Export-led growth: the case of the Slovenian and Estonian economies

The export-led growth hypothesis is investigated in the case of the two small, open and export-oriented Slovenian and Estonian economies. The Johansen cointegration test and Granger causality test were applied to investigate the relationship between the time series variables for export, import and gross domestic product (GDP). The results reveal evidence to support the export-led growth hypothesis in both economies. The Granger causality relationship is found between export growth and economic (GDP) growth for both countries. Slovenia and Estonia can enhance economic growth by providing a better enabling environment for exporters and by market expansion.     

An empirical investigation of the causal relationship between openness and economic growth in China

This study investigates the causal relationship between openness and economic growth in China. The integration and cointegration properties of the data are analysed and the models of Granger, Sims, Geweke and Hsiao are used to identify a bi-directional causal relationship between GNP and exports plus imports. This bi-directional causation is consistent with China's development strategy of protected export promotion     

Little Divergence: Evidence from Cotton Textiles in Japan and China 1868–1930

This paper looks at the role of textile exports in Japan and China's economic development in the period of 1868–1930 as a major explanation for the “Little Divergence” between the two countries in the context of the “Great Divergence” between Europe and Asia. Because of textiles' large weighting in proto‐industrialization gross domestic product (GDP), we postulate that China's initial 20‐year lag in textiles vis‐à‐vis Japan turns out to be fatal for its industry and that it eventually ordains totally different development patterns for the textile industry in the two countries, which ultimately led to different growth patterns for the overall economy. Although both countries saw rapid growth of textile exports, the nature of those exports and the entailed position of each country in the industry value chain of trade were quite different. We then use Granger causality tests to show that in one case (Japan) it is in support of the export‐led‐growth hypothesis (ELG) while in another (China) it is not. Our study then also explains why Japan's industrial revolution took place much earlier than China's.     

Causal analyses between exports and economic growth in developing countries

This study investigates the prima facie causal relationship between the exports and output growth in 30 developing countries over the period from 1960 to 1988 in a multivariate framework. The information set considered for the output and exports models are ω = (domestic output, exports, labour and capital), and ω = (exports, domestic output, exchange rate and foreign output) respectively. This study indentities a feedback prima facie causal relationship between exports and output growth in five countries, export growth prima facie causes output growth in another six countries; output growth prima facie causes export growth in a further eight countries; and no causal relationship was observed between export growth and output growth in the remaining 11 countries. We also found that in 15 countries the foreign exchange rate prima facie caused export growth, and that in 12 countries world output caused export growth.     

外商直接投资与天津出口贸易的互动关系——基于脉冲响应函数法的实证分析

本文利用天津1980-2007年的年度统计数据,运用协整分析和格兰杰因果检验方法分析了出口贸易与外商直接投资之间的关系,并利用广义脉冲响应函数和方差分解法进一步分析了两者间的动态关系。研究结果表明,天津的出口贸易与外商直接投资、贸易伙伴国的经济增长和进口贸易之间存在长期稳定的均衡关系,外商直接投资、贸易伙伴国的经济增长和进口贸易都是出口贸易变动的原因。从动态角度看,在短期内,天津出口贸易对外商直接投资冲击的反应短期较为明显,而贸易伙伴国经济增长与进口贸易对出口贸易的影响在短期并不显著;从长期来看,FDI对出口贸易具有明显的替代效应,出口贸易增长主要依赖于进口贸易,而贸易伙伴国经济增长对出口贸易的影响作用十分有限。     

Causality between exports,world income and economic growth in Pakistan

This paper investigates the direction of causation between GDP representing economic growth, exports and its different categories, imports and world income. After experiencing vigorous import-substitution in the past decades, Pakistan adopted an outward-looking strategy in the late 1980s with an emphasis on export promotion. A strong and stable relationship between GDP and exports and bi-directional causality between manufactured exports and GDP has been found. Export promotion policy is pursued consistently with an emphasis on manufactured exports and this is most likely to contribute adequately to economic growth in the long run.     

Causal relationship between apparel exports and macroeconomic factors

Apparel exports make a significant contribution to economic growth in major apparel exporting economies such as Bangladesh, Sri Lanka and Vietnam. This study aims to investigate the causal relationship between apparel export growth and its determinants such as GDP growth, infrastructure, financial development, foreign direct investment (FDI) and labour productivity using panel data from 11 major apparel exporting countries for the period 1996 to 2013. The results confirm a long-run equilibrium association among the variables and reveal that GDP growth, infrastructure, financial development, FDI, and labour productivity have a significant positive influence on apparel export growth. Furthermore, the heterogeneous panel non-causality test results suggest that GDP growth, infrastructure and labour productivity contribute to apparel export growth in the short-run. These findings have several policy implications for the governments of the countries under study.     

Is the export‐led growth hypothesis valid for Canada?

Abstract Empirical evidence linking exports to economic growth has been mixed and inconclusive. This study re‐examines the export‐led growth (ELG) hypothesis for Canada by testing for Granger causality from exports to national output growth using vector error correction models (VECM) and the augmented vector autoregressive (VAR) methodology developed in Toda and Yamamoto (1995) . Application of recent developments in time series modelling and the inclusion of relevant variables omitted in previous studies help to clarify the contradictory results from prior studies on the Canadian economy. The empirical results suggest that a long‐run steady state exists among the model's six variables and that Granger causal flow is unidirectional from real exports to real GDP. JEL Classification: F43, C32 Est‐ce que l’hypothèse de la croissance engendrée par les exportations est valide pour le Canada? Les résultats empiriques des études tentant de montrer le lien entre les exportations et la croissance économique sont mixtes et ne contiennent pas de résultats concluants. Cet article ré‐examine l’hypothèse dans le cas du Canada en testant la causalitéà la Granger pour les exportations et la croissance du produit national, en utilisant les modèles VECM et la méthodologie VAR développés par Toda et Yamamoto (1995) . L’application de certains développements récents dans l’analyse des séries chronologiques et l’inclusion de variables pertinentes omises dans les études antérieures aident à mettre de l’ordre dans les résultats contradictoires des études antérieures portant sur l’économie canadienne. Les résultats empiriques suggèrent qu’un régime permanent existe entre les six variables du modèle et que la causalitéà la Granger est unidirectionnelle des exportations réelles vers le PIB réel.     

Foreign direct investment, regional market conditions and regional development

This paper uses regional panel data to investigate the mechanism whereby foreign direct investment (FDI) has contributed to China's regional development through quantifying regional marketization levels. It is found that FDI inflow generates a demonstration effect in identifying regional market conditions for investment in fixed assets and hence affects industrial location. In addition, its effects on regional export and regional income growth have varied across east, central and west China since the second half of the 1990s, depending on differences in FDI orientation between different regions. In east China, geographical advantage in exports attracts FDI inflow and FDI promotes exports. In addition, the rise of the FDI–GDP ratio increases east China's share in national industrial value added. These effects contribute positively to regional income growth in east China although there is a direct crowding‐out effect between FDI and domestic investment (as input) in growth. In contrast, the negative impact of FDI inflow on regional export orientation in central China weakens its contribution to regional income growth. Furthermore, the contribution of the improvement in the market mechanism to regional development is evidenced in attracting FDI, in promoting export and directly contributing to regional income growth.     

Foreign direct investment and growth in India: a cointegration approach

The two-way link between foreign direct investment and growth for India is explored using a structural cointegration model with vector error correction mechanism. The existence of two cointegrating vectors between GDP, FDI, the unit labour cost and the share of import duty in tax revenue is found, which captures the long run relationship between FDI and GDP. A parsimonious vector error correction model (VECM) is then estimated to find the short run dynamics of FDI and growth. Our VECM model reveals three important features: (a) GDP in India is not Granger caused by FDI; the causality runs more from GDP to FDI; (b) trade liberalization policy of the Indian government had some positive short run impact on the FDI flow; and (c) FDI tends to lower the unit labour cost suggesting that FDI in India is labour displacing.     

Openness in the Canadian economy: 1870–1988

The causal relation between openness and GDP and between exports and imports are examined. Causality test carried out in growth rates showed that over the period 1870–1988 openness, both narrowly and broadly defined, Granger-causes GDP growth; tests for the inverse causality produced mixed results, validating causality from GDP growth to export plus import growth, but rejecting causlaity from GDP growth to export growth; it was also found that export growth causes import growth, but not the opposite. Causality tests over four subperiods indicated the importance of openness for only the earliest phase of Canadian economic development. While the absence of causality in the later subperiods is largely compatible with the experience of the industrial countries, no meaningful comparison can be made between the experience of Canada and that of developing countries owing to causality variations of openness and to large differences in resource endowments.     

Nonlinear dynamics and the exports–output growth nexus

The untested assumption of a linear relationship between exports and output growth in previous empirical investigations may lead to invalid inference if the actual relationship is nonlinear. This paper re-examines the relationship between exports and economic growth in five industrialized economies (Canada, Italy, Japan, UK, and the US) with emphasis on the effect of nonlinearities on the causal relationships. Results from linearity tests show that nonlinearities do exist in the dynamic relationship between exports and GDP growth. Nonlinear smooth transition autoregressive (STAR) model results suggest that nonlinear Granger causality flows from exports to output growth and vice versa. Predictive accuracy tests further confirm the appropriateness of the nonlinear models over the linear model specification.     

Export Sector Dynamics and Domestic Growth: The Case of Colombia

Analyses of Colombian data have generally failed to confirm the hypothesis of export-led growth. This paper generates several measures of export diversification and structural change in exports, and argues that these measures are useful in assessing growth externalities generated by the export sector. In a simultaneous-equations framework, increases in the rate of export structural change are associated with accelerated Colombian GDP growth. Export diversification, by contrast, is not a source of economic growth, and the reduced-form relationship between aggregate lagged export growth and GDP growth is weak.     

Modeling of the impact of the financial crisis and China's accession to WTO on China's exports to Germany

We focus on discussing the impact of China's accession to WTO and the financial crisis on China's exports to Germany, particularly in agricultural products, based on some most recent proposals. Firstly, structural breaks caused by those events are detected. Then the Box–Cox model and a new tree-form Constant Market Share (CMS) model are fitted to discover the long-term impact of those events on the trade relationship between China and Germany and the growth causes of China's exports to Germany. We found that China's accession to WTO had a negative short-term impact on China's exports and its market share in agricultural products, but a positive short-term impact on its market share in industrial products and a positive long-term impact on its exports and market share in both classes. The tree-form CMS model shows the growth of China's exports to Germany due to competitiveness after this event was much higher than before. The financial crisis exhibited a negative short-term impact on China's exports to Germany, but a positive short-term impact on China's market share and the trade relationship between both countries in industrial products. China's market share in agricultural products was not affected by the financial crisis.     

协整分析与误差修正模型--从增长率看民营企业进出口对我国经济增长的影响

作者在计算民营企业净出口对我国经济增长的贡献度和贡献率,以及对1994年-2005年民营企业进、出口和我国 GDP数据进行协整分析的基础上,根据格兰杰定理运用EG两步法建立三者间的误差修正模型。实证分析表明从增长率的角度来看,民营企业进、出口对我国经济增长的促进作用非常显著。     

How productivity and domestic output are related to exports and foreign output in the case of Sweden

In this paper we examine the relationships between two sets of three variables: Swedish real exports, Swedish real GDP, and foreign real GDP in one set; and Swedish real exports, Swedish total factor productivity, and foreign real GDP in the other set. The foreign real GDP facing Sweden is proxied by total OECD real GDP minus Sweden's real GDP. Multivariate tests for integration and cointegration show that the variables in each model are cointegrated. We also perform Granger causality tests on these variables in our examination using the Toda-Yamamoto procedure. We discover bi-directional causality between Swedish real exports and Swedish real GDP (or Swedish total factor productivity). Foreign real GDP is shown to Granger cause Swedish real exports, but no significant causation of foreign real GDP on either domestic GDP or total factor productivity was found. A change in foreign real GDP thus appears to affect Swedish output and productivity only indirectly, through changes in Swedish exports. JEL classification:F41, F43, C30, C32     

Balance-of-payments constrained growth model for the Turkish economy

Economists have investigated the relationship between output and export in order to explain economic growth for long years. Numerous studies have found very close correspondence between the growth of output and export. It is commonly known that Thirlwall's papers indicate very tight relationship between the growth of output and the ratio of the growth of exports to the income elasticity of demand for imports. This paper aims to apply Thirlwall's balance-of-payments-constrained (BPC) model for the Turkish economy for 1968–2011 period. This research also evaluates the procedures of testing Thirlwall's principle by estimation of the income elasticity of demand for imports using the test of stationarity and cointegration methods. The findings are in accordance with the Harrod–Thirlwall growth model. The test results of Johansen cointegration procedure and the comments on these results are presented as well.     

Causality Between Exports,Imports and Income In Trinidad and Tobago

This study examines the relationship between exports, imports and income in the economy of Trinidad and Tobago, using the methodology of Granger causality and error correction modeling. Our results show that there is unidirectional Granger causation from exports to income (GDP), and bidirectional causation between exports and imports and imports and income. The Economy of Trinidad and Tobago is a petroleum exporting economy where oil-export booms raise income levels, but this is usually followed by a slump. The bivariate models should be interpreted with caution because of the possibility of omitted variable bias. [F14, C22]