Performance Evaluation of the Fruit and Vegetable Subsectors in the Azerbaijani Economy: a Combinatorial Analysis Using Regression and Principal Component Analysis

IF 0.4 Q4 ECONOMICS
I. Niftiyev
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引用次数: 2

Abstract

Abstract Azerbaijan has an oil-led economy, which according to the well-known resource curse and Dutch disease hypotheses decreases the role of non-oil tradable sectors. Nevertheless, the government has actively fostered the growth of non-oil tradable sectors as the export orientation of Azerbaijan is being leveraged by the recently adopted economic policies. However, performance evaluations at the subsectoral level remain rare. The present paper evaluates the performance of the fruit and vegetable subsectors in Azerbaijan from 1995 to 2020 based on multiple key indicators, such as production, profitability, and productivity via principle component analysis (PCA). The purpose of the study was to provide a comparison of two key subsectors in Azerbaijan that are strong candidates for non-oil tradable exports. The results revealed that the vegetable subsector outperformed the fruit subsector in terms of production and profitability from 1999 to 2014; however, it experienced a sharp decline from 2014 to 2015 (the period of the rapid commodity price downturns), which gives rise to the question of whether the extractive industry negatively affected the subsector. Compared to the vegetable subsector, production and profitability in the fruit subsector demonstrated a more stable upward trend. In addition, labor input in both sub-sectors decreased over time, indicating efficiency gains via new technology transfers and productivity enhancements. Ordinary Least Squares (OLS) results demonstrated a strong and statistically significant negative relationship between the performance of the vegetable subsector with the oil revenue boom period (2008–2015).
阿塞拜疆经济中水果和蔬菜子部门的绩效评价:使用回归和主成分分析的组合分析
摘要阿塞拜疆有一个石油主导的经济,根据众所周知的资源诅咒和荷兰病假设减少了非石油贸易部门的作用。然而,政府积极促进非石油贸易部门的增长,因为阿塞拜疆的出口导向正在受到最近通过的经济政策的影响。但是,分部门一级的业绩评价仍然很少。本文通过主成分分析(PCA),基于多个关键指标,如生产、盈利能力和生产率,评估了1995年至2020年阿塞拜疆水果和蔬菜分部门的绩效。这项研究的目的是对阿塞拜疆的两个主要分部门进行比较,这两个部门是非石油贸易出口的有力候选者。结果表明:1999 - 2014年,蔬菜细分行业在产量和盈利能力方面优于水果细分行业;然而,从2014年到2015年(大宗商品价格快速下跌的时期),它经历了急剧下降,这引发了采掘业是否对该细分行业产生了负面影响的问题。与蔬菜分行业相比,水果分行业的产量和盈利能力表现出更稳定的上升趋势。此外,这两个子部门的劳动投入随着时间的推移而减少,表明通过新技术转让和生产率提高提高了效率。普通最小二乘(OLS)结果表明,蔬菜细分行业的绩效与石油收入繁荣期(2008-2015年)之间存在显著的负相关关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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