Determining Energy Consumption Function under Nonlinearity and Structural Break in India: An Empirical Investigation

IF 0.7 Q3 ECONOMICS JOURNAL OF QUANTITATIVE ECONOMICS Pub Date : 2024-04-22 DOI:10.1007/s40953-024-00391-0
Rajesh Sharma, Pradeep Kautish, Dhyani Mehta
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Abstract

Using the nonlinear autoregressive bounds approach, the proposed study highlights that not only upside but also downside (i.e., positive and negative) variations in GDP, globalization index, and capital formation significantly affect energy utilization in India. The present study is based on time series data (i.e. from 1978 to 2014). Therefore, in the energy function, a dummy variable has also been included, which represents the possibility of the series discontinuity or structural break. The NARDL results reveal that the upside variations in national output (GDP) have amplified the scope of energy consumption in the long run, whereas the impact of downside variations is negative and substantial. Similarly, the study has separately captured the impact of upside and downside variations in the globalization index (i.e., economic and socio-political factors) on energy consumption in the country. It is evident from the results that improvement in these factors has intensified energy consumption in the long run, whereas the impact of decreased globalization index is found negative and significant. Further, the study confirms that the upside variation in capital formation has not significantly reduced energy utilization in the region. However, the downside movements (i.e., negative shocks in capital formation) have significantly increased the demand for energy in India. It is evident from the results that besides the increase in national output (GDP), the increase in the socio-political arena has also contributed to raising energy consumption in India. Contrarily, the downside movements in economic and socio-political factors have led to decreased energy consumption. The weak substitutability between upside movements in capital formation and energy consumption reveals that the country needs to generate energy-efficient production techniques. Based on the outcomes, it can be proposed that the government should promote research and development in all spheres of life (i.e., economic and socio-political) where energy is used as an input.

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确定印度非线性和结构断裂下的能源消费函数:实证调查
本研究采用非线性自回归边界方法,强调国内生产总值、全球化指数和资本形成不仅会上行,也会下行(即正和负),从而显著影响印度的能源利用率。本研究基于时间序列数据(即 1978 年至 2014 年)。因此,在能源函数中也包含了一个虚拟变量,它代表了序列不连续或结构断裂的可能性。NARDL 的结果显示,国民产出(GDP)的上行变化在长期内扩大了能源消耗的范围,而下行变化的影响则是负面的、巨大的。同样,研究还分别捕捉了全球化指数(即经济和社会政治因素)的上行和下行变化对国家能源消耗的影响。研究结果表明,从长期来看,这些因素的改善加剧了能源消耗,而全球化指数的下降则对能源消耗产生了负面且显著的影响。此外,研究还证实,资本形成的上行变化并未显著降低该地区的能源利用率。然而,下行变化(即资本形成的负面冲击)大大增加了印度的能源需求。从结果中可以看出,除了国民产出(国内生产总值)的增长,社会政治领域的增长也有助于提高印度的能源消耗。相反,经济和社会政治因素的下行则导致了能源消耗的减少。资本形成和能源消耗上行之间的微弱可替代性表明,印度需要开发高能效的生产技术。根据研究结果,可以建议政府促进以能源为投入的所有生活领域(即经济和社会政治)的研究和发展。
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期刊介绍: The Journal of Quantitative Economics (JQEC) is a refereed journal of the Indian Econometric Society (TIES). It solicits quantitative papers with basic or applied research orientation in all sub-fields of Economics that employ rigorous theoretical, empirical and experimental methods. The Journal also encourages Short Papers and Review Articles. Innovative and fundamental papers that focus on various facets of Economics of the Emerging Market and Developing Economies are particularly welcome. With the help of an international Editorial board and carefully selected referees, it aims to minimize the time taken to complete the review process while preserving the quality of the articles published.
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