The volatility of capital flows in emerging markets: Measures and determinants

IF 2.8 2区 经济学 Q2 BUSINESS, FINANCE
Maria Sole Pagliari , Swarnali Ahmed Hannan
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引用次数: 0

Abstract

Capital flow volatility is a concern for macroeconomic and financial stability. Nonetheless, literature is scarce in this topic. Our paper sheds light on this issue along two dimensions. First, using quarterly data for 33 emerging markets and developing economies, we introduce new estimates of volatility for total multilateral gross capital in- and outflows and key categories, based on the residuals of ARIMA models. We find that a combination of our proposed approach and the commonly used standard deviation best identifies sharp rises during episodes of heightened global risk aversion, thus underscoring the need for a multi-faceted approach to gauge capital flow volatility. Second, we perform panel regressions to understand the determinants of volatility using both ARIMA and standard deviation measures of volatility. While there are variations across different categories of capital flows, generally speaking we identify three main drivers: the US interest rates, global risk aversion, and domestic real GDP. Overall, our findings call for a richer set of volatility estimates, beyond standard deviation, and also show that the determinants of capital flow volatility could vary depending on the measurement approach and the category of flow under analysis.

新兴市场资本流动的波动性:措施和决定因素
资本流动的波动性是宏观经济和金融稳定所关注的问题。然而,这方面的文献却很少。我们的论文从两个方面揭示了这一问题。首先,利用 33 个新兴市场和发展中经济体的季度数据,我们根据 ARIMA 模型的残差,对多边资本流入和流出总额以及主要类别的波动性进行了新的估算。我们发现,我们提出的方法与常用的标准差相结合,最能识别全球风险规避情绪高涨时的急剧上升,从而强调了采用多方面方法来衡量资本流动波动性的必要性。其次,我们使用 ARIMA 和标准差两种波动率测量方法进行面板回归,以了解波动率的 决定因素。虽然不同类别的资本流动存在差异,但总体而言,我们发现了三个主要驱动因素:美国利率、全球风险规避和国内实际 GDP。总体而言,我们的研究结果要求除了标准差之外,还要有一套更丰富的波动率估算方法,同时也表明,资本流动波动率的决定因素可能会因测量方法和分析的资本流动类别而有所不同。
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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来源期刊
CiteScore
4.20
自引率
4.00%
发文量
141
期刊介绍: Since its launch in 1982, Journal of International Money and Finance has built up a solid reputation as a high quality scholarly journal devoted to theoretical and empirical research in the fields of international monetary economics, international finance, and the rapidly developing overlap area between the two. Researchers in these areas, and financial market professionals too, pay attention to the articles that the journal publishes. Authors published in the journal are in the forefront of scholarly research on exchange rate behaviour, foreign exchange options, international capital markets, international monetary and fiscal policy, international transmission and related questions.
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