Estimation of an ARDL (m, p, q, r, s) Model to Determine the Long-run Effects of World Income, Relative Price, Real Exchange Rate and Employment on Export Demand for the Garment Sector of Bangladesh

Md. Sharif Hossain
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Abstract

In this paper, an ARDL (m p, q, r, s, s) log-linear export demand function is estimated to find the long-run impacts of world income, relative price, real exchange rate, and employment on exports of the garment sector of Bangladesh using modern econometric techniques based on time series data from 1979-2020. Long-run significant relationships among exports, relative price, real exchange rate, world income and employment are found. The VEC model's estimated results indicate short-run bidirectional causalities between different pairs of variables. The long-run causalities are found while exports and employment are the endogenous variables. The estimated results indicate that both long-run and short-run exports are influenced positively and significantly by world income. Relative price, real exchange rate and employment carry negative signs for both long-run and short-run in which the effects of relative price and real exchange rate are statistically significant in the long run which implies that a 1% decrease in relative price, exports will increase by 1.256%. It is found that the coefficient of ECM(-1) is -0.9705 which is statistically significant at any significance level, suggesting that when the export value is above its equilibrium level, it will adjust about 97.05% within the first year. The full convergence process to reach the equilibrium level takes more than a year. Thus, this study will help the economists, policymakers and stakeholders of the garment sector of Bangladesh to predict the dynamics of export demand due to changes in world income level, relative price, real exchange rate and employment.
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世界收入、相对价格、实际汇率和就业对孟加拉国服装出口需求的长期影响的ARDL (m, p, q, r, s)模型估计
本文基于1979-2020年的时间序列数据,利用现代计量经济学技术,估计了一个ARDL (m p, q, r, s, s)对数线性出口需求函数,以发现世界收入、相对价格、实际汇率和就业对孟加拉国服装部门出口的长期影响。发现出口、相对价格、实际汇率、世界收入和就业之间存在长期显著关系。VEC模型的估计结果表明不同变量对之间的短期双向因果关系。在出口和就业为内生变量的情况下,发现了长期因果关系。估计结果表明,长期和短期出口都受到世界收入的积极和显著影响。相对价格、实际汇率和就业在长期和短期均为负,其中相对价格和实际汇率的长期影响具有统计学意义,即相对价格每下降1%,出口将增长1.256%。发现ECM系数(-1)为-0.9705,在任何显著性水平下均具有统计学显著性,表明当出口值高于其均衡水平时,第一年内将调整约97.05%。达到均衡水平的完全收敛过程需要一年多的时间。因此,本研究将帮助经济学家、政策制定者和孟加拉国服装行业的利益相关者预测由于世界收入水平、相对价格、实际汇率和就业变化而导致的出口需求动态。
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