The macroeconomic effects of oil price and oil shipping costs shocks: Evidence from a GVAR model

This paper investigates the role of oil shipping cost shocks in global crude oil and refined petroleum markets and their macroeconomic effects. Using a Global VAR (GVAR) model which includes the Baltic Dirty Tanker Index (BDTI) for crude oil shipping costs and the Baltic Clean Tanker Index (BCTI) for refined petroleum shipping costs, the analysis produces several key findings. Shocks to the cost of shipping petroleum commodities have a particularly severe negative impact on real economic activity and on refined petroleum consumption in most regions, while shocks to the price of crude oil and refined petroleum have inflationary effects, especially in net importing countries of those commodities. The Covid-19 pandemic appears to have disrupted the traditional relationship between commodity prices and shipping costs, with a counterfactual analysis showing that these variables have moved in opposite directions since the pandemic. A second counterfactual scenario implies a high likelihood that Russian oil sanctions increased oil shipping costs. The findings highlight the importance of modelling shipping costs when estimating the macroeconomic effects of oil market shocks. • The role of oil shipping cost shocks in global crude oil and refined petroleum markets and their macroeconomic effects. • A Global VAR (GVAR) model with the Baltic Dirty Tanker Index (BDTI) and the Baltic Clean Tanker Index (BCTI) for shipping costs. • Negative real effects of shocks to the cost of shipping petroleum commodities in most regions. • Inflationary effects of shocks to the price of crude oil and refined petroleum. • Counterfactual analysis for the Covid-19 pandemic and the Russia-Ukraine conflict.

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Publication Details

Journal
International Review of Economics & Finance
Published
2026-04-22
DOI
https://doi.org/10.1016/j.iref.2026.105312
Primary Topic
Market Dynamics and Volatility
Type
article
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article

The macroeconomic effects of oil price and oil shipping costs shocks: Evidence from a GVAR model

Christina Anderl, Guglielmo Maria Caporale
International Review of Economics & Finance
Market Dynamics and Volatility
article

The macroeconomic effects of oil price and oil shipping costs shocks: Evidence from a GVAR model

Christina Anderl, Guglielmo Maria Caporale
article en

Abstract

This paper investigates the role of oil shipping cost shocks in global crude oil and refined petroleum markets and their macroeconomic effects. Using a Global VAR (GVAR) model which includes the Baltic Dirty Tanker Index (BDTI) for crude oil shipping costs and the Baltic Clean Tanker Index (BCTI) for refined petroleum shipping costs, the analysis produces several key findings. Shocks to the cost of shipping petroleum commodities have a particularly severe negative impact on real economic activity and on refined petroleum consumption in most regions, while shocks to the price of crude oil and refined petroleum have inflationary effects, especially in net importing countries of those commodities. The Covid-19 pandemic appears to have disrupted the traditional relationship between commodity prices and shipping costs, with a counterfactual analysis showing that these variables have moved in opposite directions since the pandemic. A second counterfactual scenario implies a high likelihood that Russian oil sanctions increased oil shipping costs. The findings highlight the importance of modelling shipping costs when estimating the macroeconomic effects of oil market shocks. • The role of oil shipping cost shocks in global crude oil and refined petroleum markets and their macroeconomic effects. • A Global VAR (GVAR) model with the Baltic Dirty Tanker Index (BDTI) and the Baltic Clean Tanker Index (BCTI) for shipping costs. • Negative real effects of shocks to the cost of shipping petroleum commodities in most regions. • Inflationary effects of shocks to the price of crude oil and refined petroleum. • Counterfactual analysis for the Covid-19 pandemic and the Russia-Ukraine conflict.

International Review of Economics & FinanceVol. 108
University of London (GB), Universidad de Londres (MX), Bank of England (GB), Brunel University of London (GB)
Openalex Percentile: Top 15%
Market Dynamics and Volatility
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The macroeconomic effects of oil price and oil shipping costs shocks: Evidence from a GVAR model — Christina Anderl, Guglielmo Maria Caporale · International Review of Economics & Finance (2026) | TGRS Research Map | TGRS