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Journal ArticleDOI

Measuring Geopolitical Risk

02 Feb 2018-Social Science Research Network (Board of Governors of the Federal Reserve System)-Vol. 2018, Iss: 1222, pp 1-66
TL;DR: In this paper, the authors present a monthly indicator of geopolitical risk based on a tally of newspaper articles covering geopolitical tensions, and examine its evolution and effects since 1985, concluding that high geopolitical risk leads to a decline in real activity, lower stock returns, and movements in capital flows away from emerging economies and towards advanced economies.
Abstract: We present a monthly indicator of geopolitical risk based on a tally of newspaper articles covering geopolitical tensions, and examine its evolution and effects since 1985. The geopolitical risk (GPR) index spikes around the Gulf War, after 9/11, during the 2003 Iraq invasion, during the 2014 Russia-Ukraine crisis, and after the Paris terrorist attacks. High geopolitical risk leads to a decline in real activity, lower stock returns, and movements in capital flows away from emerging economies and towards advanced economies. When we decompose the index into threats and acts components, the adverse effects of geopolitical risk are mostly driven by the threat of adverse geopolitical events. Extending our index back to 1900, geopolitical risk rose dramatically during the World War I and World War II, was elevated in the early 1980s, and has drifted upward since the beginning of the 21st century.

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Citations
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Journal ArticleDOI
TL;DR: In this article, the authors analyzed the connectedness between the recent spread of COVID-19, oil price volatility shock, the stock market, geopolitical risk and economic policy uncertainty in the US within a time-frequency framework.

792 citations


Cites background or methods from "Measuring Geopolitical Risk"

  • ...For the geopolitical risk, we refer to the updated global GPR index suggested by Caldara and Iacoviello (2018).7 The GPR index is an index based on news related to geopolitical events....

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  • ...Some of the key words used for construction of GPR index are “geopolitical”, “uncertainty”, “war risk”, “Middle East tension” and similar words hinting toward some geopolitical tensions (For more details see Caldara & Iacoviello, 2018)....

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  • ...The US-GPR index is collected from Caldara and Iacoviello (2018) database....

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  • ...…oil price, US economic policy uncertainty as measured by EPU index of Baker et al. (2016), the US-geopolitical risk as gauged by geopolitical risk (GPR) index designed by Caldara and Iacoviello (2018) and the US COVID-19 counts as reported by the US Center for Disease Control and Prevention (CDC)....

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  • ...The number of words related to geopolitical risk are counted each day in each newspaper to calculate daily GPR index.8 Afterward, the entire index is normalized by equating the average value corresponding to the 2000–2009 decade to 100 (for details, see Caldara and Iacoviello, 2018)....

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Journal ArticleDOI
TL;DR: In this article, the dynamic impact of geopolitical risks on real oil returns for the period February 1974 to August 2017, using a time-varying parameter structural vector autoregressive (SVAR) model.
Abstract: This paper analyses the dynamic impact of geopolitical risks (GPRs) on real oil returns for the period February 1974 to August 2017, using a time-varying parameter structural vector autoregressive ...

109 citations


Cites background or methods from "Measuring Geopolitical Risk"

  • ...Now, given that GPRs affect the economic conditions of both developed and emerging markets (Caldara and Iacoviello, 2018), and oil prices are functions of the state of the economy, it is expected, intuitively, that oil market movements are likely to be affected by risks associated with geopolitical…...

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  • ...…geopolitical risks (or some proxy variables such as terrorism or conflicts) on oil variables has been hardly studied, with some exceptions, partly due to measurement difficulties (Blomberg et al,, 2009; Antonakakis et al., 2017a, b; Monge et al., 2016; Caldara and Iacoviello, 2018; Fattouh, 2011)....

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  • ...GPRs are often cited by central bankers, financial press and business investors as one of the determinants of investment decisions, and hence, are believed to affect business cycles and financial markets (Caldara and Iacoviello, 2018)....

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  • ...Monthly data on geopolitical risks (GPRs) are based on the work of Caldara and Iacoviello (2018). 4 Caldara and Iacoviello (2018) constructs the GPR index by counting the occurrence of words related to geopolitical tensions, derived from automated text-searches in 3 newspapers (The New York Times, the Chicago Tribune, and the Washington Post). 5 Then, Caladara and Iacoviello (2018) calculate the index by counting, in each of the abovementioned 3 newspapers, the number of articles that contain the search terms above for every month starting in 1985....

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  • ...4 Caldara and Iacoviello (2018) constructs the GPR index by counting the occurrence of words related to geopolitical tensions, derived from automated text-searches in 3 newspapers (The New York Times, the Chicago Tribune, and the Washington Post)....

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Journal ArticleDOI
TL;DR: In this paper, the authors investigate the predictability of five economic uncertainty indices for oil price volatility in a changing world and employ the standard predictive regression framework to evaluate the predictive power of these indices.
Abstract: The main goal of this paper is to investigate the predictability of five economic uncertainty indices for oil price volatility in a changing world. We employ the standard predictive regression fram...

103 citations


Cites background from "Measuring Geopolitical Risk"

  • ...Besides, various studies have explored the relationship of the geopolitical risk (GPR) index proposed by Caldara and Iacoviello (2018) and oil volatility (e.g. Demirer et al. 2018; Plakandaras, Gupta, and Wong 2019; Smales 2019)....

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Journal ArticleDOI
TL;DR: In this paper, the authors studied the time-frequency relationship between the recent COVID-19 pandemic and instabilities in oil price and the stock market, geopolitical risks, and uncertainty in the economic policy in the USA, Europe, and China.
Abstract: This work aims to study the time-frequency relationship between the recent COVID-19 pandemic and instabilities in oil price and the stock market, geopolitical risks, and uncertainty in the economic policy in the USA, Europe, and China. The coherence wavelet method and the wavelet-based Granger causality tests are applied to the data (31st December 2019 to 1st August 2020) based on daily COVID-19 observations, oil prices, US-EPU, the US geopolitical risk index, and the US stock price index. The short- and long-term COVID-19 consequences are depicted differently and may initially be viewed as an economic crisis. The results illustrate the reduced industrial productivity, which intensifies with the increase in the pandemic's severeness (i.e., a 10.57% decrease in the productivity index with a 1% increase in the pandemic severeness). Similarly, indices for oil demand, stock market, GDP growth, and electricity demand decrease significantly with an increase in the pandemic severeness index (i.e., a 1% increase in the pandemic severeness results in a 0.9%, 0.67%, 1.12%, and 0.65% decrease, respectively). However, the oil market shows low co-movement with the stock exchange, exchange rate, and gold markets. Therefore, investors and the government are recommended to invest in the oil market to generate revenue during the sanctions period.

92 citations

Journal ArticleDOI
TL;DR: In this paper, an augmented tourism demand function was developed and empirically estimated in line with classical theory for a panel of 16 countries from 2005M1 to 2017M12 through the AMG and CCEMG estimation techniques that address underlying heterogeneity, non-stationarity, and cross-sectional dependence.
Abstract: This paper provides an empirical insight into how geopolitical risks impact international tourism demand An augmented tourism demand function was developed and empirically estimated in line with classical theory for a panel of 16 countries from 2005M1 to 2017M12 through the AMG and CCEMG estimation techniques that address underlying heterogeneity, non-stationarity, and cross-sectional dependence The study further examines the potential moderating effect of covid-19 outbreak on the relationship between geopolitical risk and tourism by investigating the interactive effect of past outbreaks and geopolitical risks on tourism demand Additional insight on causal relations between geopolitical risks and tourism demand was obtained using panel bootstrapping technique The results show that geopolitical risk negatively impacts tourism demand, and that pandemic outbreaks aggravate the negative impact of geopolitical risks on tourism demand Panel causality outcomes further confirm that geopolitical risk is a significant predictor of tourism demand (captured by either tourism receipts or number of inbound tourists) Our findings confirm that the dynamic attributes of both local and international political environments significantly impact the consumption decision of tourists and the economic performance of tourist destinations Our recommendation is that pre-crisis, in proposing policy directions for tourism sector development, policy-makers should establish crisis management plans to protect the tourism sector Post-crisis, policy-makers should initiate aggressive recovery marketing strategies to re-establish the image of safety and attractiveness required to reassure potential tourists of the safety of the destination, thereby ensuring return to competitiveness and economic recovery

74 citations


Cites methods from "Measuring Geopolitical Risk"

  • ...LG, which represents the variable of interest, geopolitical risks, is measured using the Caldara and Iacoviello (2018) geopolitical risk index....

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  • ...The measure of geopolitical risks used is the Geopolitical Risk Index of Caldara and Iacoviello (2018)....

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Trending Questions (3)
How does geopolitical risk impact cybersecurity?

The provided paper does not specifically discuss the impact of geopolitical risk on cybersecurity.

How to define and measure political risk based on disclosure on financial statements?

The provided paper does not discuss how to define and measure political risk based on disclosure on financial statements.

How geopolitical risk effect Islamic stock markets?

The paper does not provide information on how geopolitical risk specifically affects Islamic stock markets.