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Analysis of oil spill data pre and post-OPA 90 introduction and double-hull technology, emphasizing the significant reduction post-1991. Trade volume emerges as a key influence on spill numbers.
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Modelling the impact of OPA 90 and double hull technology on oil spill numbers David Glen London Metropolitan University Presented to IMSF Annual Conference Gdansk, April 2008
Outline • Literature Review • Model • Estimation & Results • Conclusion
Literature Review • Talley & Anderson (1995),Talley Jin, and Kite Powell (2001) • Spills as a function of vessel size, vessel damage severity, and 'regulatory effort' • Homan and Steiner (2008) • Spills as a function of traffic volume, nos. of tankers, average tanker size, real oil price, and repair costs
Literature Review (2) • HS model – Poisson Count model of spill numbers pre and post 1991 (OPA introduction) • Model applied to US Coastguard Data • Found – variables gave reasonable fit. • Post 1991 –the OPA effect • % of tankers with double hull technology • Dummy variable measuring OPA introduction • Found both these to be significant in explaining the reduction in spill numbers post 1991
So can we model the ITOPF data in the same way? Source: www.itopf.org – Oil spill statistics - accessed January 2008
1970 - 1990 Tonne mile data Real oil price Average tanker size Tanker lay up % 1970 - 2005 As left hand column plus Double hull fleet % Dummies for OPA MarPol ISM Data and Model
Model Estimation • Poisson Count Model • Tested for 'overdispersion' (mean and variance of spill numbers should be the same value in a PC model) • Used negative binomial model when overdispersion present • (Models used because dependent variable takes positive or zero values) • Applied to All Spills, 'Small Spills' and 'Large Spills' as per ITOPF definitions
Principal Results • Model variables all 'statistically significant' • Real oil price differs in sign from HS • Double Hull % highly significant • Dummy variables – MarPol/ISM/OPA all insignificant so not reported • Increase in recent accidents driven by increase in world trade tonne miles
Summed Up Note: Spill totals rounded to nearest whole spill, hence discrepancies in totals
Conclusion • Oil spills significantly reduced by double hull technology • No evidence found for other effects • Trade is a key driver • Model based on relatively few observations, so may not be robust
ships as green as this one in the future • Thank you for your attention!