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Grupo de Economia da Energia
Relative Efficiency and Performance in
the Integrated Oil and Gas Industry
Roberto Pougy Ferreira da Cunha
Edmar Luiz Fagundes de Almeida, PhD
Mariana Iooty de Paiva Dias, PhD
Energy Economics Group, Institute of Economics, Federal University of Rio de Janeiro
Avenida Pasteur 250, Sala 123 – Urca, 22295-900 - Rio de Janeiro, RJ Brazil
Phone: +55 21 3873-5269, Fax: +55 21 2541-8148, [email protected]
Grupo de Economia da Energia
Relative Efficiency and Performance in the Integrated Oil & Gas Industry
Ferreira da Cunha, Almeida and Iooty (2009)
32nd IAEE International Conf
June 24th 2009
Introduction – The integrated oil and industry
International oil & gas industry constitute a peculiar study case for Industrial Organization
Five main reasons:
– Oil is the most widely consumed energy source in the world (about 40% of the total)
– Entire industrial sectors depend fundamentally on this resource
– Economies of many countries influenced by its price dynamics and physical availability
– Trading values of other sources of energy directly correlated to the price of oil
– Oil represents a political factor of primary importance in international relations
Source: Clô (2000)
Grupo de Economia da Energia
Relative Efficiency and Performance in the Integrated Oil & Gas Industry
Ferreira da Cunha, Almeida and Iooty (2009)
32nd IAEE International Conf
June 24th 2009
General basic economic conditions affecting oil supply
– Ultra-high capital intensity and risk environment
– High scale and scope economies Vertically integrated companies
– Increasing plant specificities
Introduction – The integrated oil and industry
Industry can be divided into NOCs and IOCs
– NOCs of several types, generally with legal protections over national oil reserves
– IOCs said to detain best technologies, being the ones capable of exploring complex projects
Integrated IOCs can be divided into majors and super majors
– Formerly referred to as seven sisters
– Currently the super majors are BP, Chevron, ConocoPhillips, ExxonMobil, RD Shell and Total
Grupo de Economia da Energia
Relative Efficiency and Performance in the Integrated Oil & Gas Industry
Ferreira da Cunha, Almeida and Iooty (2009)
32nd IAEE International Conf
June 24th 2009
Source: BP Statistical Review 2008
Introduction – The integrated oil and industry
Grupo de Economia da Energia
Relative Efficiency and Performance in the Integrated Oil & Gas Industry
Ferreira da Cunha, Almeida and Iooty (2009)
32nd IAEE International Conf
June 24th 2009
The 2003-2007 period
– Rapidly increasing prices, culminating in a huge drop during the 2008 financial markets crisis
– Large profits margins registered for the period
In this historical context:
– Do super majors display similar productivity levels in average?
– Are the ones with higher productivity levels attaining highest performance indicators?
How do oil companies respond to raising oil prices efficiency-wise?
– Did their productivity vary due to high oil prices?
– Constantly increasing prices would have eased pressures for productive efficiency?
Hypothesis: efficiency, in terms of productivity, is a weak determinant of overall performance
Motivations
Grupo de Economia da Energia
Relative Efficiency and Performance in the Integrated Oil & Gas Industry
Ferreira da Cunha, Almeida and Iooty (2009)
32nd IAEE International Conf
June 24th 2009
In order to test our hypothesis we will
1. Model production spaces for the upstream and downstream segments
2. Gather data on inputs and outputs quantities for the period
3. Gather data and apply Data Envelopment Analysis for efficiency assessment
4. Use Malmquist Indexes to assess changes in productivities
5. Analyze the correlation between relative efficiency and performance
Sources: Ramos-Real et al (2008), Hawdon (2003)
Proposed Plan of Action
Grupo de Economia da Energia
Relative Efficiency and Performance in the Integrated Oil & Gas Industry
Ferreira da Cunha, Almeida and Iooty (2009)
32nd IAEE International Conf
June 24th 2009
1.Introduction – The integrated oil and gas industry
2.Data and model choice
3.Results
4.Conclusions
Presentation Summary
Grupo de Economia da Energia
Relative Efficiency and Performance in the Integrated Oil & Gas Industry
Ferreira da Cunha, Almeida and Iooty (2009)
32nd IAEE International Conf
June 24th 2009
Exploration DEA Data and Model Choice
Exploration segment model
– Input: Year's number of completed exploratory drillings
– Outputs: Year's number of completed productive exploratory wells
Increase in proved reserves due to extensions and discoveries (MMbbls)
– Output oriented
– Variable returns to scale (VRS)
Firm 2007 2006 2005 2004 2003
BP 10,65 2,91 3,31 10,59 35,61
Chevron 0,65 1,73 2,56 2,05 3,37
ConocoPhillips 2,79 2,57 2,40 2,07 1,54
ExxonMobil 5,09 5,64 5,11 4,69 9,56
RD Shell 1,31 2,14 7,04 2,82 7,76
Total 3,91 5,57 2,86 19,84 29,53Millions of barrels added to reserves per drilled well
Firm 2007 2006 2005 2004 2003
BP 0,70 0,60 0,68 0,63 0,69
Chevron 0,76 0,71 0,74 0,70 0,68
ConocoPhillips 0,81 0,66 0,73 0,69 0,72
ExxonMobil 0,54 0,64 0,65 0,58 0,58
RD Shell 0,79 0,79 0,69 0,62 0,65
Total 0,58 0,58 0,56 0,64 0,65Success rate in well drilling activities
Grupo de Economia da Energia
Relative Efficiency and Performance in the Integrated Oil & Gas Industry
Ferreira da Cunha, Almeida and Iooty (2009)
32nd IAEE International Conf
June 24th 2009
Production segment model
– Inputs: Proved reserves at previous year-end (MMbbls)
Year's total net productive oil wells
– Outputs: Year's total oil production (MMbbls)
– Output oriented
– Variable returns to scale (VRS)
Production DEA Data and Model Choice
Firm 2007 2006 2005 2004 2003
BP 0,09 0,09 0,09 0,09 0,08
Chevron 0,08 0,08 0,08 0,07 0,08
ConocoPhillips 0,08 0,08 0,08 0,07 0,07
ExxonMobil 0,10 0,11 0,09 0,08 0,08
RD Shell 0,16 0,15 0,15 0,14 0,13
Total 0,09 0,08 0,08 0,08 0,08% of Previous Year-end Proved Reserves Produced
Firm 2007 2006 2005 2004 2003
BP 64,16 65,94 60,44 59,29 54,21
Chevron 14,53 14,58 13,47 16,12 15,94
ConocoPhillips 66,14 66,65 70,70 58,99 43,85
ExxonMobil 47,58 48,48 44,54 41,14 38,02
RD Shell 60,99 64,44 65,97 72,95 78,35
Total 437,3 417,5 439,5 492,9 474,5Thousands of Barrels Produced per Well
Grupo de Economia da Energia
Relative Efficiency and Performance in the Integrated Oil & Gas Industry
Ferreira da Cunha, Almeida and Iooty (2009)
32nd IAEE International Conf
June 24th 2009
Refining segment model
– Inputs: Refining Capacity (Mb/d)
Refining Throughputs (Mb/d)
– Outputs: Refined Product Sales Volume (Mb/d)
– Output oriented
– Variable returns to scale (VRS)
Refining DEA Data and Model Choice
Firm 2007 2006 2005 2004 2003
BP 1,37 1,37 1,39 1,23 1,16
Chevron 1,65 1,63 1,70 1,75 1,73
ConocoPhillips 1,25 1,23 1,27 1,23 1,21
ExxonMobil 1,13 1,13 1,17 1,17 1,15
RD Shell 0,98 0,99 1,03 1,01 0,99
Total 0,90 0,89 0,87 0,91 0,90Refined Products Sales / Refining Capacity
Firm 2007 2006 2005 2004 2003
BP 1,79 1,76 1,64 1,34 1,28
Chevron 1,90 1,82 1,98 1,98 1,88
ConocoPhillips 1,31 1,34 1,39 1,29 1,26
ExxonMobil 1,27 1,29 1,31 1,31 1,32
RD Shell 1,10 1,11 1,11 1,09 1,08
Total 1,01 0,98 0,98 0,98 0,98Refined Product Sales / Refinery Throughput
Grupo de Economia da Energia
Relative Efficiency and Performance in the Integrated Oil & Gas Industry
Ferreira da Cunha, Almeida and Iooty (2009)
32nd IAEE International Conf
June 24th 2009
Performance Indicators
Return over Assets (RoA), 03-07
– Equal to year’s net income over year’s total assets
– Measures the ratio of a company’s profit by its ability to create them
– Ideal to compare company’s within the same industry
Profit Margin (PM), 03-07
– Equal to year’s net income over year’s total revenue
– Measures the relative capacity of minimizing total costs
Return over Equity (RoE), 03-07
– Equal to year’s net income over year’s total equity
– Normalizes year’s profits by a measure of a company’s value
Grupo de Economia da Energia
Relative Efficiency and Performance in the Integrated Oil & Gas Industry
Ferreira da Cunha, Almeida and Iooty (2009)
32nd IAEE International Conf
June 24th 2009
Financial DEA Data and Model Choice
Financial performance model
– Inputs: Total assets (US$)
Total revenue (US$)
– Outputs: Net income (US$)
– Output oriented
– Variable returns to scale (VRS)
Firm 2007 2006 2005 2004 2003
BP 0,09 0,10 0,11 0,09 0,07
Chevron 0,13 0,13 0,11 0,14 0,09
ConocoPhillips 0,07 0,09 0,13 0,09 0,06
ExxonMobil 0,17 0,18 0,17 0,19 0,15
RD Shell 0,12 0,11 0,12 0,10 0,07
Total 0,12 0,12 0,12 0,11 0,09Return over Assets
Firm 2007 2006 2005 2004 2003
BP 0,07 0,08 0,09 0,07 0,06
Chevron 0,08 0,08 0,07 0,09 0,06
ConocoPhillips 0,06 0,08 0,07 0,06 0,05
ExxonMobil 0,10 0,10 0,10 0,12 0,10
RD Shell 0,09 0,08 0,09 0,07 0,06
Total 0,09 0,08 0,09 0,08 0,07Profit Margin
Grupo de Economia da Energia
Relative Efficiency and Performance in the Integrated Oil & Gas Industry
Ferreira da Cunha, Almeida and Iooty (2009)
32nd IAEE International Conf
June 24th 2009
1.Introduction – The integrated oil and gas industry
2.Data and model choice
3.Results
4.Conclusions
Presentation Summary
Grupo de Economia da Energia
Relative Efficiency and Performance in the Integrated Oil & Gas Industry
Ferreira da Cunha, Almeida and Iooty (2009)
32nd IAEE International Conf
June 24th 2009
Exploration Segment
Firm CRS te VRS te Eff Chg Tech Chg TFP Chg
BP 1 1 1 0.96 0.96
Chevron 0.948 0.955 0.998 1.025 1.023
ConocoPhillips 1 1 1 1.03 1.03
ExxonMobil 0.809 1 0.971 1.022 0.993
RD Shell 0.906 0.908 1.018 0.983 1.001
Total 0.965 1 0.934 0.854 0.798
mean 0.938 0.977 0.987 0.977 0.964
Time Period 2003-2007
Inputs Year's Number of Completed Exploratory Wells Drillings
OutputsYear's Number of Completed Productive Exploratory Wells
Increase in Proved Reserves due to Extensions and Discoveries
Orientation Input Oriented
Scale VRS
Grupo de Economia da Energia
Relative Efficiency and Performance in the Integrated Oil & Gas Industry
Ferreira da Cunha, Almeida and Iooty (2009)
32nd IAEE International Conf
June 24th 2009
Exploration Segment
Grupo de Economia da Energia
Relative Efficiency and Performance in the Integrated Oil & Gas Industry
Ferreira da Cunha, Almeida and Iooty (2009)
32nd IAEE International Conf
June 24th 2009
Exploration Segment
Grupo de Economia da Energia
Relative Efficiency and Performance in the Integrated Oil & Gas Industry
Ferreira da Cunha, Almeida and Iooty (2009)
32nd IAEE International Conf
June 24th 2009
Production Segment
Firm CRS te VRS te Eff Chg Tech Chg TFP Chg
BP 0.656 0.877 1.026 1.002 1.028
Chevron 0.594 0.776 0.967 1.054 1.019
ConocoPhillips 0.578 1.000 1.038 1.003 1.041
ExxonMobil 0.632 0.915 1.022 1.024 1.046
RD Shell 1.000 1.000 1.000 1.027 1.027
Total 1.000 1.000 1.000 0.991 0.991
mean 0.743 0.928 1.009 1.016 1.025
Time Period 2003-2007
InputsYear's Total Oil Production
Proved Reserves at Previous Year-end
Outputs Year's Total Net Productive Oil Wells
Orientation Output Oriented
Scale VRS
Grupo de Economia da Energia
Relative Efficiency and Performance in the Integrated Oil & Gas Industry
Ferreira da Cunha, Almeida and Iooty (2009)
32nd IAEE International Conf
June 24th 2009
Production Segment
Grupo de Economia da Energia
Relative Efficiency and Performance in the Integrated Oil & Gas Industry
Ferreira da Cunha, Almeida and Iooty (2009)
32nd IAEE International Conf
June 24th 2009
Refining Segment
Firm CRS te VRS te Eff Chg Tech Chg TFP Chg
BP 0.683 0.827 1.084 0.992 1.075
Chevron 1.000 1.000 1.000 0.996 0.996
ConocoPhillips 0.699 0.699 1.021 0.988 1.009
ExxonMobil 0.703 1.000 0.993 0.998 0.991
RD Shell 0.576 0.766 1.007 0.990 0.997
Total 0.524 0.582 1.011 0.988 0.999
mean 0.697 0.812 1.019 0.992 1.011
Time Period 2003-2007
InputsRefined Product Sales Volume
Refining Capacity
Outputs Refinery Throughput
Orientation Output Oriented
Scale VRS
Grupo de Economia da Energia
Relative Efficiency and Performance in the Integrated Oil & Gas Industry
Ferreira da Cunha, Almeida and Iooty (2009)
32nd IAEE International Conf
June 24th 2009
Refining Segment
Grupo de Economia da Energia
Relative Efficiency and Performance in the Integrated Oil & Gas Industry
Ferreira da Cunha, Almeida and Iooty (2009)
32nd IAEE International Conf
June 24th 2009
Performance Assessment
Firm CRS te VRS te Eff Chg Tech Chg TFP Chg
BP 0.631 0.689 1.037 0.994 1.031
Chevron 0.627 1.000 1.077 1.025 1.104
ConocoPhillips 0.439 1.000 1.085 1.014 1.101
ExxonMobil 1.000 1.000 1.000 1.015 1.015
RD Shell 0.601 0.657 1.104 0.995 1.098
Total 0.654 1.000 1.068 0.998 1.066
mean 0.659 0.891 1.061 1.007 1.069
Time Period 2003-2007
InputsTotal Revenue
Total Assets
Outputs Net Income
Orientation Output Oriented
Scale VRS
Grupo de Economia da Energia
Relative Efficiency and Performance in the Integrated Oil & Gas Industry
Ferreira da Cunha, Almeida and Iooty (2009)
32nd IAEE International Conf
June 24th 2009
Performance Assessment
Grupo de Economia da Energia
Relative Efficiency and Performance in the Integrated Oil & Gas Industry
Ferreira da Cunha, Almeida and Iooty (2009)
32nd IAEE International Conf
June 24th 2009
1.Introduction – The integrated oil and gas industry
2.Data and model choice
3.Results
4.Conclusions
Presentation Summary
Grupo de Economia da Energia
Relative Efficiency and Performance in the Integrated Oil & Gas Industry
Ferreira da Cunha, Almeida and Iooty (2009)
32nd IAEE International Conf
June 24th 2009
Conclusions
Exploration DEA
Production DEA
Refining DEA AveragePerformance
DEA
BP plc 1 0,656 0,683 0,780 0,631
Chevron Corporation 0,948 0,594 1 0,847 0,627
ConocoPhillips 1 0,578 0,699 0,759 0,439
Exxon Mobil Corporation 0,809 0,632 0,703 0,715 1
Royal Dutch Shell plc 0,906 1 0,576 0,827 0,601
Total S.A. 0,965 1 0,524 0,830 0,654
Correlation -0,486
Grupo de Economia da Energia
Relative Efficiency and Performance in the Integrated Oil & Gas Industry
Ferreira da Cunha, Almeida and Iooty (2009)
32nd IAEE International Conf
June 24th 2009
1. Our hypothesis was apparently confirmed
– More efficient firms were not the most profitable ones
– Interesting clues are present
2. Misinterpretations
– Being more efficient is more costly in the integrated oil & gas industry?
– The return on efficiency might not be as appealing as other market strategies
3. Suggested interpretation
– Companies in this industry are subject to externalities such that cost minimization is a weak determinant of performance
– The ability to take higher risks is directly associated with the company`s size, thus dissociating performance from productive efficiency itself
Conclusions
Grupo de Economia da Energia
Relative Efficiency and Performance in
the Integrated Oil and Gas Industry
Roberto Pougy Ferreira da Cunha
Edmar Luiz Fagundes de Almeida, PhD
Mariana Iooty de Paiva Dias, PhD
Energy Economics Group, Institute of Economics, Federal University of Rio de Janeiro
Avenida Pasteur 250, Sala 123 – Urca, 22295-900 - Rio de Janeiro, RJ Brazil
Phone: +55 21 3873-5269, Fax: +55 21 2541-8148, [email protected]