The impact of economic uncertainty on the financial markets: evidence from interest rates, exchange rates and cryptocurrency
The impact of economic uncertainty on the financial markets: evidence from interest rates, exchange rates and cryptocurrency
There has been a growing interest in studying economic uncertainty and its propagation on the economy and financial markets since the last global financial crisis. Literature provides ample evidence of the interconnectedness between major economic, financial, political shocks, economic uncertainty, and economic stagnation. This thesis consists of three essays that extend the literature with a focus on economic uncertainty from various sources and its impact on the real economy alongside with the financial markets.
In chapter 2, we theoretically investigate different measurement methods of constructing economic uncertainty and three major transmission channels of uncertainty shocks to the economy. We perform a structured examination of three major proxies for uncertainty in the literature, including the financial uncertainty, the survey-based uncertainty, and the newspaper-based uncertainty. Considering the pros and cons of each uncertainty measurement's approach, we use the newspaper-based uncertainty as our uncertainty estimator to implement empirical analysis of its impact on economic activities and financial markets. Also in this chapter, we also document three major transmission channels of uncertainty shocks to the economy, including real option, risk aversion, and growth options effects. Uncertainty, under the real option and risk aversion channels exerts a negative influence on the economic activities by diminishing financial wealth, curbing investment and consumption, and increasing perceived risks of market participants. While uncertainty under the growth options channel, on the contrary, promotes riskier investments and economic growth's outlook.
In chapter 3, we empirically study the impact of economic uncertainty shocks in the bond markets on the dynamics of the entire term structure of interest rate. Conducting on the bond yields, volatility and holding excess returns for the US, UK and Japan, we find that the responses of the yield and volatility factors to uncertainty shocks are more pronounced for US and UK markets. Besides, the impact of uncertainty on bonds' yields is shown to be larger for shorter-term bonds in shorter investment horizons, while the impact of uncertainty on bond's volatility exhibits a hump-shape pattern. Moreover, the inclusion of uncertainty factor in the term structure model helps explain the term premia and improve the prediction power of the model without being spanned by the three main components of the yield curve (level, slope, and curvature).
In chapter 4, we investigate the propagation of monetary policy uncertainty to the determinations of exchange rate's behaviors and the role of uncertainty in explaining the forward premia puzzle. Our empirical results using quantile threshold regression method show that the impact of monetary policy uncertainty on forward exchange rate premia are significantly different in the two uncertainty regimes and heterogeneous across exchange rate quantiles. We then employ a quantile-based approach to obtain the time-varying conditional distribution as well as the risk measures of future evolution of the exchange rate. Our findings indicate tight connectedness between risk measurements (represented by appreciation and depreciation risks) and important economic events associated with high monetary policy uncertainty. Moreover, the risk measure diagrams for different pairs of currencies point out that the US dollar, Japanese yen and Canadian dollar are qualified as safe-haven currencies due to their low volatility in depreciation risks and abnormal large upside movement during high uncertainty periods.
Finally, in the last chapter of this thesis, we explore the dynamic of economic policy uncertainty on Bitcoin returns and volatility. Using the Quantile-on-Quantile regression model and the Quantile-Granger causality approach, we detect the heterogeneous impacts of economic uncertainty on Bitcoin returns and volatilities across distributions of all considered variables for all markets. The relations between Bitcoin returns and uncertainty are shown to be notably strong during high uncertainty periods, implying the hedging ability of Bitcoin against uncertainty in some markets. The effects of uncertainty on Bitcoin volatility are found significant at extreme quantiles of both variables, implying the speculative characteristics of Bitcoin reflected by the high volatility and sensitivity of Bitcoin’s price fluctuations to investor sentiment
University of Southampton
Nguyen, Hai Nam
0a07375d-28de-4838-9251-c916ef307cc0
29 June 2023
Nguyen, Hai Nam
0a07375d-28de-4838-9251-c916ef307cc0
Choudhry, Taufiq
6fc3ceb8-8103-4017-b3b5-2d38efa57728
Mishra, Tapas
218ef618-6b3e-471b-a686-15460da145e0
Nguyen, Hai Nam
(2023)
The impact of economic uncertainty on the financial markets: evidence from interest rates, exchange rates and cryptocurrency.
University of Southampton, Doctoral Thesis, 240pp.
Record type:
Thesis
(Doctoral)
Abstract
There has been a growing interest in studying economic uncertainty and its propagation on the economy and financial markets since the last global financial crisis. Literature provides ample evidence of the interconnectedness between major economic, financial, political shocks, economic uncertainty, and economic stagnation. This thesis consists of three essays that extend the literature with a focus on economic uncertainty from various sources and its impact on the real economy alongside with the financial markets.
In chapter 2, we theoretically investigate different measurement methods of constructing economic uncertainty and three major transmission channels of uncertainty shocks to the economy. We perform a structured examination of three major proxies for uncertainty in the literature, including the financial uncertainty, the survey-based uncertainty, and the newspaper-based uncertainty. Considering the pros and cons of each uncertainty measurement's approach, we use the newspaper-based uncertainty as our uncertainty estimator to implement empirical analysis of its impact on economic activities and financial markets. Also in this chapter, we also document three major transmission channels of uncertainty shocks to the economy, including real option, risk aversion, and growth options effects. Uncertainty, under the real option and risk aversion channels exerts a negative influence on the economic activities by diminishing financial wealth, curbing investment and consumption, and increasing perceived risks of market participants. While uncertainty under the growth options channel, on the contrary, promotes riskier investments and economic growth's outlook.
In chapter 3, we empirically study the impact of economic uncertainty shocks in the bond markets on the dynamics of the entire term structure of interest rate. Conducting on the bond yields, volatility and holding excess returns for the US, UK and Japan, we find that the responses of the yield and volatility factors to uncertainty shocks are more pronounced for US and UK markets. Besides, the impact of uncertainty on bonds' yields is shown to be larger for shorter-term bonds in shorter investment horizons, while the impact of uncertainty on bond's volatility exhibits a hump-shape pattern. Moreover, the inclusion of uncertainty factor in the term structure model helps explain the term premia and improve the prediction power of the model without being spanned by the three main components of the yield curve (level, slope, and curvature).
In chapter 4, we investigate the propagation of monetary policy uncertainty to the determinations of exchange rate's behaviors and the role of uncertainty in explaining the forward premia puzzle. Our empirical results using quantile threshold regression method show that the impact of monetary policy uncertainty on forward exchange rate premia are significantly different in the two uncertainty regimes and heterogeneous across exchange rate quantiles. We then employ a quantile-based approach to obtain the time-varying conditional distribution as well as the risk measures of future evolution of the exchange rate. Our findings indicate tight connectedness between risk measurements (represented by appreciation and depreciation risks) and important economic events associated with high monetary policy uncertainty. Moreover, the risk measure diagrams for different pairs of currencies point out that the US dollar, Japanese yen and Canadian dollar are qualified as safe-haven currencies due to their low volatility in depreciation risks and abnormal large upside movement during high uncertainty periods.
Finally, in the last chapter of this thesis, we explore the dynamic of economic policy uncertainty on Bitcoin returns and volatility. Using the Quantile-on-Quantile regression model and the Quantile-Granger causality approach, we detect the heterogeneous impacts of economic uncertainty on Bitcoin returns and volatilities across distributions of all considered variables for all markets. The relations between Bitcoin returns and uncertainty are shown to be notably strong during high uncertainty periods, implying the hedging ability of Bitcoin against uncertainty in some markets. The effects of uncertainty on Bitcoin volatility are found significant at extreme quantiles of both variables, implying the speculative characteristics of Bitcoin reflected by the high volatility and sensitivity of Bitcoin’s price fluctuations to investor sentiment
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Published date: 29 June 2023
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Local EPrints ID: 478037
URI: http://eprints.soton.ac.uk/id/eprint/478037
PURE UUID: 670ed07f-1580-418b-b8df-05607cac37e0
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Date deposited: 21 Jun 2023 16:33
Last modified: 31 May 2024 04:01
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Author:
Hai Nam Nguyen
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