Forecast Subscription

Schedule of reports

An annual subscription to UHERO’s Forecast Project includes:

  • Q1 Hawaiʻi State Forecast Update. Brief review of recent economic developments and outlook.
  • Q2 County Forecast. Review of economic conditions and forecasts for the four counties. Includes the state forecast update.
  • Q3 Construction Forecast. Review of construction industry conditions and forecast. Includes the state forecast update.
  • Q4 Annual Hawaiʻi Forecast. Review of economic conditions in Hawaiʻi and globally, and detailed forecasts for the state economy.

Report Delivery

Reports a delivered in pdf form, by email as soon as they are prepared. All reports now include detailed forecasts of State-level construction-sector indicators.

The reports may be used throughout your organization but may not be redistributed to clients.

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A subscription to UHERO’s Forecast Project is $1,500 annually. To sign up and pay by credit card, click the purchase link below. Please provide your email and company contact information after you enter your credit card info.

Your will receive our most recent report by email within 1 business day.

Supporters will receive all UHERO reports.

Subscription to UHERO’s Forecast Project [1 Year]
Price: $1500.00

Assessing the impact of COVID-19 on global fossil fuel consumption and CO2 emissions

Nori Tarui


We assess the effect of the COVID-19 pandemic on global fossil fuel consumption and CO2 emissions over the two-year horizon 2020Q1-2021Q4. We apply a global vector autoregressive (GVAR) model, which captures complex spatial-temporal interdependencies across countries associated with the international propagation of economic impact due to the virus spread. The model makes use of a unique quarterly data set of coal, natural gas, and oil consumption, output, exchange rates and equity prices, including global fossil fuel prices for 32 major CO2 emitting countries in 1984-2019. We produce forecasts of coal, natural gas and oil consumption, conditional on GDP growth scenarios based on alternative IMF World Economic Outlook forecasts that were made before and after the outbreak. We also simulate the effect of a relative price change in fossil fuels, due to global scale carbon pricing, on consumption and output. Our results predict fossil fuel consumption and CO2 emissions to return to their pre-crisis levels, and even exceed them, within the two-year horizon despite the large reductions in the first quarter following the outbreak. Our forecasts anticipate more robust growth for emerging than for advanced economies. The model predicts recovery to the pre-crisis levels even if another wave of pandemic occurs within a year. Our counterfactual carbon pricing scenario indicates that an increase in coal prices is expected to have a smaller impact on GDP than on fossil fuel consumption. Thus, the COVID-19 pandemic would not provide countries with a strong reason to delay climate change mitigation efforts.