Marek Kolodziej ASPO Workshop, Lisbon, Portugal May 19, 2005 Presentation of the paper by Douglas Reynolds and Marek Kolodziej FSU Oil Production and GDP Decline – Granger Causality and the Multicycle Hubbert Curve
Reasons for breakup Economic inefficiencies of central planning Reagan Administration policies 1987 oil production peak
Granger Causality Correlation is not causation Did the oil peak Granger-cause GDP decline and the breakup?
GDP-to-oil hypothesis Economic chaos decreased investment Lower GDP: destroyed internal demand Hypothesis rejected - we have 95% confidence that GDP does not Granger- cause oil production Tested for 1-, 2-, and 3-year lags
Oil-to-GDP hypothesis Oil Granger-causes GDP with 95% confidence This is data, so oil Granger- caused GDP even prior to the peak Tested for 1-, 2-, and 3-year lags
Granger Causality GDP=f(lagged GDP) GDP=f(lagged GDP, lagged oil)
Coal-to-GDP, Natural gas-to-GDP GDP Granger-caused a coal production decline (98% confidence) but not vice versa No Granger-causality between NG and GDP Therefore, Oil causes GDP but coal and NG do not This suggests oil affects the economy, but not vice versa
Multi-cycle Hubbert curve First cycle: 19th century to 1996, with a 1987 peak Discovery peaked in the 1960s 1996 – privatization of Russian oil Better property rights Production at old fields resumed and fueled recent growth
Multi-cycle Hubbert curve The basic Hubbert model is Take derivative to get
Multi-cycle Hubbert curve Solve QP for to get
Multi-cycle Hubbert curve Relabel a as and as Model becomes Dummy variable for 1996 institutional change – Privatization
FSU Time Hubbert Curve
FSU Cumulative Production Hubbert curve
Multi-cycle Hubbert curve Jean Laherrère (2002)
Conclusion 1987 oil production peak was a contributing factor to Soviet collapse Soviets were investing a lot in the energy sector, but scarcity caused production to decline
Conclusion First peak in 1987 at mb/d Secondary peak expected in at around 12.5 mb/d FSU URR = 255 Gb (Russia, Azerbaijan, Turkmenistan, Kazakhstan, Uzbekistan) Jean Laherrère: 250 Gb