Connectedness in exchange rates and news sentiment in the Asia‐Pacific region

Tjeerd M. Boonman, Jens Fittje
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Abstract

Exchange rate co‐movements can be pathways for contagion and reduce the ability for diversification. News sentiment on the currency, as a high frequency proxy for market expectations, may affect exchange rate dynamics. We use the connectedness approach from Diebold and Yilmaz (International Journal of Forecasting, 2012, 28(1), 57–66) to model co‐movements of exchange rate changes and news sentiment of 14 Asian‐Pacific currencies from 1998 to 2022. Our results indicate that the connectedness between the exchange rate changes increases over time, especially among advanced economies after the Global Financial Crisis. We do not find evidence that currency news sentiment can serve as an early warning indicator for exchange rate changes.
亚太地区汇率和新闻情绪的关联性
汇率的同向变动可能成为传染的途径,并降低分散投资的能力。货币的新闻情绪作为市场预期的高频代表,可能会影响汇率动态。我们使用 Diebold 和 Yilmaz(《国际预测期刊》,2012 年,28(1), 57-66)的关联性方法,对 1998 年至 2022 年 14 种亚太地区货币的汇率变动和新闻情绪的共同走势进行建模。我们的研究结果表明,汇率变动之间的关联性随着时间的推移而增加,尤其是在全球金融危机之后的发达经济体中。我们没有发现证据表明货币新闻情绪可以作为汇率变动的预警指标。
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